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tinyBERT-onnx-experiment

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Add config.json

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  1. config.json +123 -0
config.json ADDED
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+ {
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+ "_name_or_path": "/Users/zhanyilin/Downloads/distilled-tinybert",
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+ "architectures": [
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+ "BertForSequenceClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.1,
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+ "cell": {},
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+ "classifier_dropout": null,
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+ "emb_size": 312,
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+ "hidden_act": "gelu",
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+ "hidden_dropout_prob": 0.1,
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+ "hidden_size": 312,
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+ "id2label": {
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+ "0": "ACCOUNT_CREATION_PASSWORD",
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+ "1": "ADDRESS_CITY",
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+ "2": "ADDRESS_COUNTRY",
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+ "3": "ADDRESS_LINE1",
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+ "4": "ADDRESS_LINE2",
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+ "5": "ADDRESS_STATE",
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+ "6": "ADDRESS_ZIP",
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+ "7": "ALTERNATIVE_FAMILY_NAME",
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+ "8": "ALTERNATIVE_FULL_NAME",
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+ "9": "ALTERNATIVE_GIVEN_NAME",
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+ "10": "AMBIGUOUS",
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+ "11": "BIRTH_DATE_DAY",
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+ "12": "BIRTH_DATE_MONTH",
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+ "13": "BIRTH_DATE_YEAR",
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+ "14": "COMPANY_NAME",
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+ "15": "CONFIRMATION_PASSWORD",
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+ "16": "CREDIT_CARD_EXP_DATE_MONTH_AND_YEAR",
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+ "17": "CREDIT_CARD_EXP_DATE_YEAR",
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+ "18": "CREDIT_CARD_EXP_MONTH",
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+ "19": "CREDIT_CARD_NUMBER",
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+ "20": "CREDIT_CARD_STANDALONE_VERIFICATION_CODE",
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+ "21": "CREDIT_CARD_TYPE",
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+ "22": "CREDIT_CARD_VERIFICATION_CODE",
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+ "23": "EMAIL_ADDRESS",
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+ "24": "IBAN_VALUE",
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+ "25": "MALICIOUS_LABEL",
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+ "26": "MERCHANT_EMAIL_SIGNUP",
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+ "27": "MERCHANT_PROMO_CODE",
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+ "28": "NAME_FIRST",
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+ "29": "NAME_FULL",
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+ "30": "NAME_LAST",
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+ "31": "NAME_MIDDLE",
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+ "32": "NAME_MIDDLE_INITIAL",
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+ "33": "NAME_PREFIX",
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+ "34": "NAME_SUFFIX",
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+ "35": "NATIONAL_IDENTITY_NUMBER",
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+ "36": "NEW_PASSWORD",
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+ "37": "PASSWORD",
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+ "38": "PHONE_NUMBER",
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+ "39": "PIN_CODE",
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+ "40": "PROBABLY_NEW_PASSWORD",
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+ "41": "SEARCH",
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+ "42": "TWO_FACTOR_CODE",
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+ "43": "UNKNOWN",
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+ "44": "USERNAME"
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+ },
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+ "initializer_range": 0.02,
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+ "intermediate_size": 1200,
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+ "label2id": {
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+ "ACCOUNT_CREATION_PASSWORD": 0,
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+ "ADDRESS_CITY": 1,
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+ "ADDRESS_COUNTRY": 2,
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+ "ADDRESS_LINE1": 3,
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+ "ADDRESS_LINE2": 4,
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+ "ADDRESS_STATE": 5,
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+ "ADDRESS_ZIP": 6,
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+ "ALTERNATIVE_FAMILY_NAME": 7,
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+ "ALTERNATIVE_FULL_NAME": 8,
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+ "ALTERNATIVE_GIVEN_NAME": 9,
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+ "AMBIGUOUS": 10,
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+ "BIRTH_DATE_DAY": 11,
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+ "BIRTH_DATE_MONTH": 12,
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+ "BIRTH_DATE_YEAR": 13,
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+ "COMPANY_NAME": 14,
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+ "CONFIRMATION_PASSWORD": 15,
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+ "CREDIT_CARD_EXP_DATE_MONTH_AND_YEAR": 16,
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+ "CREDIT_CARD_EXP_DATE_YEAR": 17,
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+ "CREDIT_CARD_EXP_MONTH": 18,
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+ "CREDIT_CARD_NUMBER": 19,
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+ "CREDIT_CARD_STANDALONE_VERIFICATION_CODE": 20,
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+ "CREDIT_CARD_TYPE": 21,
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+ "CREDIT_CARD_VERIFICATION_CODE": 22,
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+ "EMAIL_ADDRESS": 23,
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+ "IBAN_VALUE": 24,
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+ "MALICIOUS_LABEL": 25,
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+ "MERCHANT_EMAIL_SIGNUP": 26,
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+ "MERCHANT_PROMO_CODE": 27,
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+ "NAME_FIRST": 28,
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+ "NAME_FULL": 29,
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+ "NAME_LAST": 30,
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+ "NAME_MIDDLE": 31,
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+ "NAME_MIDDLE_INITIAL": 32,
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+ "NAME_PREFIX": 33,
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+ "NAME_SUFFIX": 34,
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+ "NATIONAL_IDENTITY_NUMBER": 35,
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+ "NEW_PASSWORD": 36,
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+ "PASSWORD": 37,
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+ "PHONE_NUMBER": 38,
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+ "PIN_CODE": 39,
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+ "PROBABLY_NEW_PASSWORD": 40,
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+ "SEARCH": 41,
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+ "TWO_FACTOR_CODE": 42,
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+ "UNKNOWN": 43,
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+ "USERNAME": 44
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+ },
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+ "layer_norm_eps": 1e-12,
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+ "max_position_embeddings": 512,
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+ "model_type": "bert",
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+ "num_attention_heads": 12,
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+ "num_hidden_layers": 4,
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+ "pad_token_id": 0,
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+ "position_embedding_type": "absolute",
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+ "pre_trained": "",
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+ "problem_type": "single_label_classification",
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+ "structure": [],
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+ "transformers_version": "4.45.2",
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+ "type_vocab_size": 2,
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+ "use_cache": true,
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+ "vocab_size": 30522
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+ }